Overview

Dataset info

Number of variables116
Number of observations944
Missing cells37530 (34.3%)
Duplicate rows0 (0.0%)
Total size in memory1.8 MiB
Average record size in memory1.9 KiB

Variables types

BOOL52
CAT32
NUM32

Reproduction info

Date of analysis2020-01-21 12:51:56.387247
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

abs_bas has 86 (9.1%) missing values Missing
abs_bas has 652 (69.1%) zeros Zeros
abs_eos has 86 (9.1%) missing values Missing
abs_eos has 112 (11.9%) zeros Zeros
abs_lym has 86 (9.1%) missing values Missing
abs_lym has 11 (1.2%) zeros Zeros
abs_mono has 86 (9.1%) missing values Missing
abs_mono has 142 (15.0%) zeros Zeros
abs_neut has 86 (9.1%) missing values Missing
afs has 27 (2.9%) missing values Missing
aml has 27 (2.9%) missing values Missing
asxl1_vaf has 723 (76.6%) missing values Missing
asxl1_vaf has a high cardinality: 55 distinct values Warning
bas_% has 719 (76.2%) zeros Zeros
bcor_vaf has 906 (96.0%) missing values Missing
bcorl1_vaf has 936 (99.2%) missing values Missing
bmbper has 57 (6.0%) zeros Zeros
cbl_vaf has 896 (94.9%) missing values Missing
cebpa_vaf has 935 (99.0%) missing values Missing
cytogenetic has a high cardinality: 279 distinct values Warning
cytoipssr has 50 (5.3%) zeros Zeros
dataset_id has constant value "mds" Rejected
dead has 27 (2.9%) missing values Missing
df_index has a high cardinality: 944 distinct values Warning
dnmt3a_vaf has 822 (87.1%) missing values Missing
dnmt3a_vaf has a high cardinality: 51 distinct values Warning
eos_% has 127 (13.5%) zeros Zeros
etv6_vaf has 922 (97.7%) missing values Missing
ezh2_vaf has 892 (94.5%) missing values Missing
flt3_vaf has 936 (99.2%) missing values Missing
gata2_vaf has 937 (99.3%) missing values Missing
gnb1_vaf has 939 (99.5%) missing values Missing
hgb has 88 (9.3%) missing values Missing
id has a high cardinality: 944 distinct values Warning
idh1_vaf has 920 (97.5%) missing values Missing
idh2_vaf has 907 (96.1%) missing values Missing
jak2_vaf has 899 (95.2%) missing values Missing
kdm6a_vaf has 935 (99.0%) missing values Missing
kit_vaf has 936 (99.2%) missing values Missing
kras_vaf has 920 (97.5%) missing values Missing
luc7l2_vaf has 938 (99.4%) missing values Missing
lym_% has 11 (1.2%) zeros Zeros
med12_vaf has 942 (99.8%) missing values Missing
mono_% has 159 (16.8%) zeros Zeros
mpl_vaf has 916 (97.0%) missing values Missing
neut_% has 86 (9.1%) missing values Missing
nf1_vaf has 916 (97.0%) missing values Missing
notch1_vaf has 935 (99.0%) missing values Missing
npm1_vaf has 935 (99.0%) missing values Missing
nras_vaf has 908 (96.2%) missing values Missing
os has 27 (2.9%) missing values Missing
phf6_vaf has 920 (97.5%) missing values Missing
plt has 90 (9.5%) missing values Missing
prpf40b has 933 (98.8%) missing values Missing
prpf40b_vaf has 933 (98.8%) missing values Missing
prpf8_vaf has 941 (99.7%) missing values Missing
ptpn11_vaf has 932 (98.7%) missing values Missing
rad21_vaf has 931 (98.6%) missing values Missing
runx1_vaf has 845 (89.5%) missing values Missing
runx1_vaf has a high cardinality: 58 distinct values Warning
sf3b1_vaf has 633 (67.1%) missing values Missing
sf3b1_vaf has a high cardinality: 52 distinct values Warning
smc3_vaf has 928 (98.3%) missing values Missing
srsf2_vaf has 779 (82.5%) missing values Missing
stag2_vaf has 875 (92.7%) missing values Missing
stag2_vaf has a high cardinality: 58 distinct values Warning
tet2_vaf has 633 (67.1%) missing values Missing
tet2_vaf has a high cardinality: 217 distinct values Warning
tp53_vaf has 884 (93.6%) missing values Missing
tp53_vaf has a high cardinality: 51 distinct values Warning
u2af1_vaf has 871 (92.3%) missing values Missing
u2af2_vaf has 937 (99.3%) missing values Missing
wbc has 86 (9.1%) missing values Missing
wt1_vaf has 939 (99.5%) missing values Missing
zrsr2_vaf has 872 (92.4%) missing values Missing
zrsr2_vaf has a high cardinality: 52 distinct values Warning
gnb1_vaf is highly correlated with ageHigh Correlation
age is highly correlated with gnb1_vaf and 1 other fieldsHigh Correlation
idh2_vaf is highly correlated with cebpa_vaf and 1 other fieldsHigh Correlation
cebpa_vaf is highly correlated with idh2_vafHigh Correlation
os is highly correlated with afsHigh Correlation
afs is highly correlated with osHigh Correlation
prpf8_vaf is highly correlated with abs_mono and 6 other fieldsHigh Correlation
abs_mono is highly correlated with prpf8_vafHigh Correlation
hgb is highly correlated with prpf8_vaf and 1 other fieldsHigh Correlation
mono_% is highly correlated with prpf8_vafHigh Correlation
normal is highly correlated with prpf8_vafHigh Correlation
plt is highly correlated with prpf8_vafHigh Correlation
rad21_vaf is highly correlated with idh2_vafHigh Correlation
sf3b1 is highly correlated with prpf8_vafHigh Correlation
smc3_vaf is highly correlated with jak2_vafHigh Correlation
jak2_vaf is highly correlated with smc3_vafHigh Correlation
tet2 is highly correlated with kdm6a_vafHigh Correlation
kdm6a_vaf is highly correlated with tet2High Correlation
wbc is highly correlated with abs_neutHigh Correlation
abs_neut is highly correlated with wbcHigh Correlation
wt1_vaf is highly correlated with bmt and 1 other fieldsHigh Correlation
bmt is highly correlated with wt1_vafHigh Correlation

Variables

abs_bas
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count146
Unique (%)15.5%
Missing86
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean22.738519813519815
Minimum0.0
Maximum3750.0
Zeros652
Zeros (%)69.1%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile82.725
Maximum3750
Range3750
Interquartile range (IQR)0

Descriptive statistics

Standard deviation155.0983653
Coefficient of variation (CV)6.820952578
Kurtosis415.1780193
Mean22.73851981
Median Absolute Deviation (MAD)35.6103898
Skewness18.74122616
Sum19509.65
Variance24055.50293
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 652 69.1%
 
27 5 0.5%
 
22.5 4 0.4%
 
13.5 4 0.4%
 
18.5 4 0.4%
 
12.5 4 0.4%
 
19 4 0.4%
 
13 4 0.4%
 
17.5 4 0.4%
 
24 4 0.4%
 
Other values (135) 169 17.9%
 
(Missing) 86 9.1%
 
ValueCountFrequency (%) 
0 652 69.1%
 
4 1 0.1%
 
5 1 0.1%
 
7.5 1 0.1%
 
8 1 0.1%
 
ValueCountFrequency (%) 
3750 1 0.1%
 
1875 1 0.1%
 
880 1 0.1%
 
842 1 0.1%
 
540 1 0.1%
 

abs_eos
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count468
Unique (%)49.6%
Missing86
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean182.0565850815851
Minimum0.0
Maximum2775.0
Zeros112
Zeros (%)11.9%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q127
median96.1
Q3231
95-th percentile600.3
Maximum2775
Range2775
Interquartile range (IQR)204

Descriptive statistics

Standard deviation283.3676254
Coefficient of variation (CV)1.556481054
Kurtosis24.36008317
Mean182.0565851
Median Absolute Deviation (MAD)168.159538
Skewness4.166094284
Sum156204.55
Variance80297.21115
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 112 11.9%
 
16 6 0.6%
 
270 6 0.6%
 
24 6 0.6%
 
120 6 0.6%
 
27 6 0.6%
 
30 6 0.6%
 
96 5 0.5%
 
38 5 0.5%
 
14 5 0.5%
 
Other values (457) 695 73.6%
 
(Missing) 86 9.1%
 
ValueCountFrequency (%) 
0 112 11.9%
 
3.5 1 0.1%
 
6 1 0.1%
 
7 2 0.2%
 
7.5 1 0.1%
 
ValueCountFrequency (%) 
2775 1 0.1%
 
2460.5 1 0.1%
 
2400 1 0.1%
 
1937.5 1 0.1%
 
1917 1 0.1%
 

abs_lym
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count606
Unique (%)64.2%
Missing86
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean522.2975524475524
Minimum0.0
Maximum12638.0
Zeros11
Zeros (%)1.2%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile44.88
Q1152.7
median307.05
Q3558.4375
95-th percentile1507.535
Maximum12638
Range12638
Interquartile range (IQR)405.7375

Descriptive statistics

Standard deviation943.0823895
Coefficient of variation (CV)1.805641985
Kurtosis73.36190409
Mean522.2975524
Median Absolute Deviation (MAD)420.3252506
Skewness7.544230647
Sum448131.3
Variance889404.3934
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 11 1.2%
 
180 9 1.0%
 
135 7 0.7%
 
120 5 0.5%
 
144 5 0.5%
 
510 5 0.5%
 
304 5 0.5%
 
117 4 0.4%
 
264 4 0.4%
 
392 4 0.4%
 
Other values (595) 799 84.6%
 
(Missing) 86 9.1%
 
ValueCountFrequency (%) 
0 11 1.2%
 
15 1 0.1%
 
18 1 0.1%
 
19.5 1 0.1%
 
20 1 0.1%
 
ValueCountFrequency (%) 
12638 1 0.1%
 
10777 1 0.1%
 
9683 1 0.1%
 
8910 1 0.1%
 
7920 1 0.1%
 

abs_mono
Real number (ℝ≥0)

MISSING
ZEROS
HIGH CORRELATION
Distinct count459
Unique (%)48.6%
Missing86
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean207.7266317016317
Minimum0.0
Maximum6500.0
Zeros142
Zeros (%)15.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q123
median77.45
Q3184.075
95-th percentile698.05
Maximum6500
Range6500
Interquartile range (IQR)161.075

Descriptive statistics

Standard deviation532.3700019
Coefficient of variation (CV)2.562839427
Kurtosis62.84833974
Mean207.7266317
Median Absolute Deviation (MAD)226.6561538
Skewness7.070105574
Sum178229.45
Variance283417.8189
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 142 15.0%
 
60 9 1.0%
 
84 8 0.8%
 
78 8 0.8%
 
45 7 0.7%
 
54 6 0.6%
 
99 5 0.5%
 
51 5 0.5%
 
52.5 5 0.5%
 
56 5 0.5%
 
Other values (448) 658 69.7%
 
(Missing) 86 9.1%
 
ValueCountFrequency (%) 
0 142 15.0%
 
3.5 1 0.1%
 
6 1 0.1%
 
7 2 0.2%
 
8 2 0.2%
 
ValueCountFrequency (%) 
6500 1 0.1%
 
6069 1 0.1%
 
5280 1 0.1%
 
4860 1 0.1%
 
3930 1 0.1%
 

abs_neut
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count491
Unique (%)52.0%
Missing86
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean3.7065856060606066
Minimum0.035
Maximum65.12
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.035
5-th percentile0.549035
Q11.228525
median2.47575
Q34.402
95-th percentile10.11875
Maximum65.12
Range65.085
Interquartile range (IQR)3.173475

Descriptive statistics

Standard deviation5.175528354
Coefficient of variation (CV)1.396306171
Kurtosis59.33933165
Mean3.706585606
Median Absolute Deviation (MAD)2.631579535
Skewness6.411341656
Sum3180.25045
Variance26.78609374
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.107 17 1.8%
 
0.948 15 1.6%
 
1.824 15 1.6%
 
1.148 14 1.5%
 
1.68 11 1.2%
 
1.24 10 1.1%
 
1.28 9 1.0%
 
1.728 9 1.0%
 
3.025 9 1.0%
 
2.1115 8 0.8%
 
Other values (480) 741 78.5%
 
(Missing) 86 9.1%
 
ValueCountFrequency (%) 
0.035 1 0.1%
 
0.12 1 0.1%
 
0.1368 1 0.1%
 
0.171 1 0.1%
 
0.198 1 0.1%
 
ValueCountFrequency (%) 
65.12 1 0.1%
 
64.8 1 0.1%
 
49.74 1 0.1%
 
42 1 0.1%
 
36 1 0.1%
 

afs
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count788
Unique (%)83.5%
Missing27
Missing (%)2.9%
Infinite0
Infinite (%)0.0%
Mean42.85856052344602
Minimum0.03333333333333333
Maximum405.73333333333335
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.03333333333
5-th percentile2.813333333
Q114.36666667
median37.6
Q363.9
95-th percentile101.16
Maximum405.7333333
Range405.7
Interquartile range (IQR)49.53333333

Descriptive statistics

Standard deviation34.64136444
Coefficient of variation (CV)0.8082717668
Kurtosis13.65419795
Mean42.85856052
Median Absolute Deviation (MAD)26.81461707
Skewness2.019713662
Sum39301.3
Variance1200.02413
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.03333333333 4 0.4%
 
35.5 4 0.4%
 
12.23333333 3 0.3%
 
55.33333333 3 0.3%
 
5.833333333 3 0.3%
 
4.1 3 0.3%
 
8.066666667 3 0.3%
 
73.73333333 3 0.3%
 
75.13333333 3 0.3%
 
20.23333333 3 0.3%
 
Other values (777) 885 93.8%
 
(Missing) 27 2.9%
 
ValueCountFrequency (%) 
0.03333333333 4 0.4%
 
0.1333333333 1 0.1%
 
0.1666666667 1 0.1%
 
0.2 1 0.1%
 
0.2333333333 1 0.1%
 
ValueCountFrequency (%) 
405.7333333 1 0.1%
 
233.3 1 0.1%
 
168.8666667 1 0.1%
 
167.4 1 0.1%
 
164.3666667 1 0.1%
 

age
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count350
Unique (%)37.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean70.91408898305085
Minimum23.3
Maximum90.8
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum23.3
5-th percentile50.415
Q166.5
median72.8
Q377.8
95-th percentile84.47
Maximum90.8
Range67.5
Interquartile range (IQR)11.3

Descriptive statistics

Standard deviation10.47244137
Coefficient of variation (CV)0.1476778665
Kurtosis2.232135284
Mean70.91408898
Median Absolute Deviation (MAD)7.871199233
Skewness-1.217430076
Sum66942.9
Variance109.6720282
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[23.3 44. 58.6 67.25 79.55 85.95 90.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
74.8 12 1.3%
 
76.3 12 1.3%
 
70.8 11 1.2%
 
76.8 10 1.1%
 
68.3 10 1.1%
 
73.6 9 1.0%
 
77.3 9 1.0%
 
74.9 9 1.0%
 
74.3 8 0.8%
 
81.8 8 0.8%
 
Other values (340) 846 89.6%
 
ValueCountFrequency (%) 
23.3 1 0.1%
 
24.3 1 0.1%
 
26.5 1 0.1%
 
27.6 1 0.1%
 
30.3 1 0.1%
 
ValueCountFrequency (%) 
90.8 1 0.1%
 
90.4 1 0.1%
 
90.1 1 0.1%
 
89.8 1 0.1%
 
89.3 1 0.1%
 

aml
Boolean

MISSING
Distinct count3
Unique (%)0.3%
Missing27
Missing (%)2.9%
Memory size7.5 KiB
0
791
1
 
126
(Missing)
 
27
ValueCountFrequency (%) 
0 791 83.8%
 
1 126 13.3%
 
(Missing) 27 2.9%
 

asxl1
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
723
1
221
ValueCountFrequency (%) 
0 723 76.6%
 
1 221 23.4%
 

asxl1_vaf
Categorical

MISSING
HIGH CARDINALITY
Distinct count55
Unique (%)5.8%
Missing723
Missing (%)76.6%
Memory size7.5 KiB
0.26
 
14
0.27
 
12
0.25
 
10
0.3
 
10
0.28
 
9
Other values (49)
166
ValueCountFrequency (%) 
0.26 14 1.5%
 
0.27 12 1.3%
 
0.25 10 1.1%
 
0.3 10 1.1%
 
0.28 9 1.0%
 
0.24 9 1.0%
 
0.03 9 1.0%
 
0.23 8 0.8%
 
0.4 7 0.7%
 
0.31 7 0.7%
 
Other values (44) 126 13.3%
 
(Missing) 723 76.6%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.25
Min length3
Scatter

bas_%
Real number (ℝ≥0)

ZEROS
Distinct count11
Unique (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2505296610169492
Minimum0.0
Maximum17.0
Zeros719
Zeros (%)76.2%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum17
Range17
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.9230750715
Coefficient of variation (CV)3.684494154
Kurtosis180.2451121
Mean0.250529661
Median Absolute Deviation (MAD)0.3816331065
Skewness11.78408767
Sum236.5
Variance0.8520675877
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.25 0.75 1.25 2.25 3.25 17. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 719 76.2%
 
0.5 139 14.7%
 
1 40 4.2%
 
1.5 21 2.2%
 
2 13 1.4%
 
3 4 0.4%
 
2.5 3 0.3%
 
12.5 2 0.2%
 
3.5 1 0.1%
 
4.5 1 0.1%
 
ValueCountFrequency (%) 
0 719 76.2%
 
0.5 139 14.7%
 
1 40 4.2%
 
1.5 21 2.2%
 
2 13 1.4%
 
ValueCountFrequency (%) 
17 1 0.1%
 
12.5 2 0.2%
 
4.5 1 0.1%
 
3.5 1 0.1%
 
3 4 0.4%
 

bcor
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
906
1
 
38
ValueCountFrequency (%) 
0 906 96.0%
 
1 38 4.0%
 

bcor_vaf
Categorical

MISSING
Distinct count29
Unique (%)3.1%
Missing906
Missing (%)96.0%
Memory size7.5 KiB
0.75
 
3
0.44
 
3
0.03
 
2
0.41
 
2
0.05
 
2
Other values (23)
26
ValueCountFrequency (%) 
0.75 3 0.3%
 
0.44 3 0.3%
 
0.03 2 0.2%
 
0.41 2 0.2%
 
0.05 2 0.2%
 
0.21 2 0.2%
 
0.46 2 0.2%
 
0.1 2 0.2%
 
0.26 1 0.1%
 
0.97 1 0.1%
 
Other values (18) 18 1.9%
 
(Missing) 906 96.0%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.054025424
Min length3
Scatter

bcorl1
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
936
1
 
8
ValueCountFrequency (%) 
0 936 99.2%
 
1 8 0.8%
 

bcorl1_vaf
Real number (ℝ≥0)

MISSING
Distinct count7
Unique (%)0.7%
Missing936
Missing (%)99.2%
Infinite0
Infinite (%)0.0%
Mean0.35000000000000003
Minimum0.07
Maximum0.93
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.07
5-th percentile0.07
Q10.1
median0.38
Q30.43
95-th percentile0.755
Maximum0.93
Range0.86
Interquartile range (IQR)0.33

Descriptive statistics

Standard deviation0.2842534081
Coefficient of variation (CV)0.8121525945
Kurtosis1.8672189
Mean0.35
Median Absolute Deviation (MAD)0.2
Skewness1.148446346
Sum2.8
Variance0.0808
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.43 2 0.2%
 
0.07 2 0.2%
 
0.39 1 0.1%
 
0.37 1 0.1%
 
0.93 1 0.1%
 
0.11 1 0.1%
 
(Missing) 936 99.2%
 
ValueCountFrequency (%) 
0.07 2 0.2%
 
0.11 1 0.1%
 
0.37 1 0.1%
 
0.39 1 0.1%
 
0.43 2 0.2%
 
ValueCountFrequency (%) 
0.93 1 0.1%
 
0.43 2 0.2%
 
0.39 1 0.1%
 
0.37 1 0.1%
 
0.11 1 0.1%
 

bmbper
Real number (ℝ≥0)

ZEROS
Distinct count39
Unique (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.484110169491525
Minimum0.0
Maximum19.0
Zeros57
Zeros (%)6.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12
median4
Q38
95-th percentile15
Maximum19
Range19
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.664145596
Coefficient of variation (CV)0.8504835701
Kurtosis0.0456842421
Mean5.484110169
Median Absolute Deviation (MAD)3.776579557
Skewness0.9714294669
Sum5177
Variance21.75425414
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.25 5.25 8.25 15.25 19. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2 76 8.1%
 
1 63 6.7%
 
5 62 6.6%
 
4.5 59 6.2%
 
0 57 6.0%
 
3 57 6.0%
 
0.5 56 5.9%
 
4 51 5.4%
 
3.5 40 4.2%
 
1.5 38 4.0%
 
Other values (29) 385 40.8%
 
ValueCountFrequency (%) 
0 57 6.0%
 
0.5 56 5.9%
 
1 63 6.7%
 
1.5 38 4.0%
 
2 76 8.1%
 
ValueCountFrequency (%) 
19 2 0.2%
 
18.5 2 0.2%
 
18 7 0.7%
 
17.5 8 0.8%
 
17 7 0.7%
 

bmt
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
891
1
 
53
ValueCountFrequency (%) 
0 891 94.4%
 
1 53 5.6%
 

cbl
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
896
1
 
48
ValueCountFrequency (%) 
0 896 94.9%
 
1 48 5.1%
 

cbl_vaf
Categorical

MISSING
Distinct count33
Unique (%)3.5%
Missing896
Missing (%)94.9%
Memory size7.5 KiB
0.03
8
0.04
 
3
0.1
 
3
0.09
 
2
0.45
 
2
Other values (27)
30
ValueCountFrequency (%) 
0.03 8 0.8%
 
0.04 3 0.3%
 
0.1 3 0.3%
 
0.09 2 0.2%
 
0.45 2 0.2%
 
0.23 2 0.2%
 
0.06 2 0.2%
 
0.44 2 0.2%
 
0.25 1 0.1%
 
0.8 1 0.1%
 
Other values (22) 22 2.3%
 
(Missing) 896 94.9%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length22
Mean length3.127118644
Min length3
Scatter

cebpa
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
935
1
 
9
ValueCountFrequency (%) 
0 935 99.0%
 
1 9 1.0%
 

cebpa_vaf
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count10
Unique (%)1.1%
Missing935
Missing (%)99.0%
Infinite0
Infinite (%)0.0%
Mean0.17444444444444446
Minimum0.02
Maximum0.41
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.02
5-th percentile0.024
Q10.04
median0.18
Q30.26
95-th percentile0.378
Maximum0.41
Range0.39
Interquartile range (IQR)0.22

Descriptive statistics

Standard deviation0.1445779298
Coefficient of variation (CV)0.8287906802
Kurtosis-1.359751425
Mean0.1744444444
Median Absolute Deviation (MAD)0.1217283951
Skewness0.3784066832
Sum1.57
Variance0.02090277778
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.04 1 0.1%
 
0.06 1 0.1%
 
0.24 1 0.1%
 
0.33 1 0.1%
 
0.18 1 0.1%
 
0.26 1 0.1%
 
0.02 1 0.1%
 
0.41 1 0.1%
 
0.03 1 0.1%
 
(Missing) 935 99.0%
 
ValueCountFrequency (%) 
0.02 1 0.1%
 
0.03 1 0.1%
 
0.04 1 0.1%
 
0.06 1 0.1%
 
0.18 1 0.1%
 
ValueCountFrequency (%) 
0.41 1 0.1%
 
0.33 1 0.1%
 
0.26 1 0.1%
 
0.24 1 0.1%
 
0.18 1 0.1%
 

complex
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
905
1
 
39
ValueCountFrequency (%) 
0 905 95.9%
 
1 39 4.1%
 

cytogenetic
Categorical

HIGH CARDINALITY
Distinct count279
Unique (%)29.6%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
46,XY[20]
321
46,XX[20]
214
46,XY[21]
 
33
46,XX[21]
 
18
45,X,-Y[20]
 
9
Other values (274)
349
ValueCountFrequency (%) 
46,XY[20] 321 34.0%
 
46,XX[20] 214 22.7%
 
46,XY[21] 33 3.5%
 
46,XX[21] 18 1.9%
 
45,X,-Y[20] 9 1.0%
 
46,XX[22] 9 1.0%
 
46,XY[15] 8 0.8%
 
46,XY[22] 6 0.6%
 
46,XY[25] 5 0.5%
 
45,X,-Y[19]/46,XY[1] 5 0.5%
 
Other values (269) 316 33.5%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length359
Mean length21.92478814
Min length9
Scatter

cytoipssr
Real number (ℝ≥0)

ZEROS
Distinct count5
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.222457627118644
Minimum0
Maximum4
Zeros50
Zeros (%)5.3%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile3
Maximum4
Range4
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.7463476984
Coefficient of variation (CV)0.6105305262
Kurtosis5.673040978
Mean1.222457627
Median Absolute Deviation (MAD)0.4730815498
Skewness2.175402202
Sum1154
Variance0.5570348869
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 729 77.2%
 
2 106 11.2%
 
0 50 5.3%
 
4 36 3.8%
 
3 23 2.4%
 
ValueCountFrequency (%) 
0 50 5.3%
 
1 729 77.2%
 
2 106 11.2%
 
3 23 2.4%
 
4 36 3.8%
 
ValueCountFrequency (%) 
4 36 3.8%
 
3 23 2.4%
 
2 106 11.2%
 
1 729 77.2%
 
0 50 5.3%
 

dataset_id
Categorical

CONST
Distinct count1
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
mds
944
ValueCountFrequency (%) 
mds 944 100.0%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length3
Mean length3
Min length3
Scatter

dead
Boolean

MISSING
Distinct count3
Unique (%)0.3%
Missing27
Missing (%)2.9%
Memory size7.5 KiB
0
481
1
436
(Missing)
 
27
ValueCountFrequency (%) 
0 481 51.0%
 
1 436 46.2%
 
(Missing) 27 2.9%
 

del(17)
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
936
1
 
8
ValueCountFrequency (%) 
0 936 99.2%
 
1 8 0.8%
 

del(20)
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
914
1
 
30
ValueCountFrequency (%) 
0 914 96.8%
 
1 30 3.2%
 

del(5)
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
852
1
 
92
ValueCountFrequency (%) 
0 852 90.3%
 
1 92 9.7%
 

del(7)
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
910
1
 
34
ValueCountFrequency (%) 
0 910 96.4%
 
1 34 3.6%
 

del(y)
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
888
1
 
56
ValueCountFrequency (%) 
0 888 94.1%
 
1 56 5.9%
 

df_index
Categorical

UNIQUE
HIGH CARDINALITY
Distinct count944
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
848
 
1
149
 
1
863
 
1
232
 
1
713
 
1
Other values (939)
939
ValueCountFrequency (%) 
848 1 0.1%
 
149 1 0.1%
 
863 1 0.1%
 
232 1 0.1%
 
713 1 0.1%
 
215 1 0.1%
 
752 1 0.1%
 
32 1 0.1%
 
865 1 0.1%
 
513 1 0.1%
 
Other values (934) 934 98.9%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length3
Mean length2.883474576
Min length1
Scatter

diagnosis
Categorical

Distinct count8
Unique (%)0.8%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
RCMD
195
RAEB-1
191
RAEB-2
188
RCMD-RS
183
RARS
81
Other values (3)
106
ValueCountFrequency (%) 
RCMD 195 20.7%
 
RAEB-1 191 20.2%
 
RAEB-2 188 19.9%
 
RCMD-RS 183 19.4%
 
RARS 81 8.6%
 
RA 41 4.3%
 
del(5q) 37 3.9%
 
RARS-T 28 3.0%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length7
Mean length5.474576271
Min length2
Scatter

dnmt3a
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
822
1
 
122
ValueCountFrequency (%) 
0 822 87.1%
 
1 122 12.9%
 

dnmt3a_vaf
Categorical

MISSING
HIGH CARDINALITY
Distinct count51
Unique (%)5.4%
Missing822
Missing (%)87.1%
Memory size7.5 KiB
0.03
 
11
0.39
 
8
0.38
 
6
0.33
 
6
0.4
 
6
Other values (45)
85
ValueCountFrequency (%) 
0.03 11 1.2%
 
0.39 8 0.8%
 
0.38 6 0.6%
 
0.33 6 0.6%
 
0.4 6 0.6%
 
0.04 5 0.5%
 
0.43 5 0.5%
 
0.37 5 0.5%
 
0.45 5 0.5%
 
0.46 4 0.4%
 
Other values (40) 61 6.5%
 
(Missing) 822 87.1%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.150423729
Min length3
Scatter

eos_%
Real number (ℝ≥0)

ZEROS
Distinct count33
Unique (%)3.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.8686440677966103
Minimum0.0
Maximum23.0
Zeros127
Zeros (%)13.5%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.5
median2
Q34
95-th percentile8
Maximum23
Range23
Interquartile range (IQR)3.5

Descriptive statistics

Standard deviation2.922598508
Coefficient of variation (CV)1.018808343
Kurtosis5.492619982
Mean2.868644068
Median Absolute Deviation (MAD)2.182966461
Skewness1.874477023
Sum2708
Variance8.541582041
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.25 1.25 4.25 6.25 8.25 11.75 23. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 127 13.5%
 
1 120 12.7%
 
0.5 113 12.0%
 
1.5 71 7.5%
 
3 66 7.0%
 
2 64 6.8%
 
2.5 58 6.1%
 
3.5 54 5.7%
 
4 51 5.4%
 
5.5 33 3.5%
 
Other values (23) 187 19.8%
 
ValueCountFrequency (%) 
0 127 13.5%
 
0.5 113 12.0%
 
1 120 12.7%
 
1.5 71 7.5%
 
2 64 6.8%
 
ValueCountFrequency (%) 
23 1 0.1%
 
18.5 2 0.2%
 
15.5 2 0.2%
 
15 1 0.1%
 
14 2 0.2%
 

etv6
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
922
1
 
22
ValueCountFrequency (%) 
0 922 97.7%
 
1 22 2.3%
 

etv6_vaf
Categorical

MISSING
Distinct count19
Unique (%)2.0%
Missing922
Missing (%)97.7%
Memory size7.5 KiB
0.25
 
2
0.11
 
2
0.07
 
2
0.18
 
2
0.58
 
1
Other values (13)
13
ValueCountFrequency (%) 
0.25 2 0.2%
 
0.11 2 0.2%
 
0.07 2 0.2%
 
0.18 2 0.2%
 
0.58 1 0.1%
 
0.15 1 0.1%
 
0.41 1 0.1%
 
0.16 1 0.1%
 
0.14 1 0.1%
 
0.19 1 0.1%
 
Other values (8) 8 0.8%
 
(Missing) 922 97.7%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.028601695
Min length3
Scatter

ezh2
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
892
1
 
52
ValueCountFrequency (%) 
0 892 94.5%
 
1 52 5.5%
 

ezh2_vaf
Categorical

MISSING
Distinct count42
Unique (%)4.4%
Missing892
Missing (%)94.5%
Memory size7.5 KiB
0.03
 
4
0.04
 
3
0.22
 
2
0.06
 
2
0.43
 
2
Other values (36)
39
ValueCountFrequency (%) 
0.03 4 0.4%
 
0.04 3 0.3%
 
0.22 2 0.2%
 
0.06 2 0.2%
 
0.43 2 0.2%
 
0.92 2 0.2%
 
0.91 2 0.2%
 
0.89 2 0.2%
 
0.41 1 0.1%
 
0.76 1 0.1%
 
Other values (31) 31 3.3%
 
(Missing) 892 94.5%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.120762712
Min length3
Scatter

flt3
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
936
1
 
8
ValueCountFrequency (%) 
0 936 99.2%
 
1 8 0.8%
 

flt3_vaf
Categorical

MISSING
Distinct count8
Unique (%)0.8%
Missing936
Missing (%)99.2%
Memory size7.5 KiB
0.5
2
0.1
1
0.49
1
0.03; 0.05; 0.04; 0.08
1
0.16
1
Other values (2)
2
ValueCountFrequency (%) 
0.5 2 0.2%
 
0.1 1 0.1%
 
0.49 1 0.1%
 
0.03; 0.05; 0.04; 0.08 1 0.1%
 
0.16 1 0.1%
 
0.41 1 0.1%
 
0.15 1 0.1%
 
(Missing) 936 99.2%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length22
Mean length3.024364407
Min length3
Scatter

gata2
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
937
1
 
7
ValueCountFrequency (%) 
0 937 99.3%
 
1 7 0.7%
 

gata2_vaf
Categorical

MISSING
Distinct count7
Unique (%)0.7%
Missing937
Missing (%)99.3%
Memory size7.5 KiB
0.03
2
0.45; 0.08; 0.05
1
0.39
1
0.09
1
0.2
1
ValueCountFrequency (%) 
0.03 2 0.2%
 
0.45; 0.08; 0.05 1 0.1%
 
0.39 1 0.1%
 
0.09 1 0.1%
 
0.2 1 0.1%
 
0.15 1 0.1%
 
(Missing) 937 99.3%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length16
Mean length3.019067797
Min length3
Scatter

gender
Categorical

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
male
579
female
365
ValueCountFrequency (%) 
male 579 61.3%
 
female 365 38.7%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length4.773305085
Min length4
Scatter

gnb1
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
939
1
 
5
ValueCountFrequency (%) 
0 939 99.5%
 
1 5 0.5%
 

gnb1_vaf
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count6
Unique (%)0.6%
Missing939
Missing (%)99.5%
Infinite0
Infinite (%)0.0%
Mean0.33799999999999997
Minimum0.02
Maximum0.89
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.02
5-th percentile0.024
Q10.04
median0.32
Q30.42
95-th percentile0.796
Maximum0.89
Range0.87
Interquartile range (IQR)0.38

Descriptive statistics

Standard deviation0.3541468622
Coefficient of variation (CV)1.047771782
Kurtosis0.8207893969
Mean0.338
Median Absolute Deviation (MAD)0.2536
Skewness1.033021079
Sum1.69
Variance0.12542
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.04 1 0.1%
 
0.42 1 0.1%
 
0.89 1 0.1%
 
0.32 1 0.1%
 
0.02 1 0.1%
 
(Missing) 939 99.5%
 
ValueCountFrequency (%) 
0.02 1 0.1%
 
0.04 1 0.1%
 
0.32 1 0.1%
 
0.42 1 0.1%
 
0.89 1 0.1%
 
ValueCountFrequency (%) 
0.89 1 0.1%
 
0.42 1 0.1%
 
0.32 1 0.1%
 
0.04 1 0.1%
 
0.02 1 0.1%
 

hgb
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count119
Unique (%)12.6%
Missing88
Missing (%)9.3%
Infinite0
Infinite (%)0.0%
Mean10.237721962616822
Minimum4.5
Maximum19.6
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum4.5
5-th percentile7.4
Q19
median10.1
Q311.3
95-th percentile13.7
Maximum19.6
Range15.1
Interquartile range (IQR)2.3

Descriptive statistics

Standard deviation1.891002475
Coefficient of variation (CV)0.1847093017
Kurtosis0.9191614898
Mean10.23772196
Median Absolute Deviation (MAD)1.461850707
Skewness0.5049715049
Sum8763.49
Variance3.57589036
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
9.9 24 2.5%
 
9.4 24 2.5%
 
10 22 2.3%
 
9.6 22 2.3%
 
9.1 21 2.2%
 
10.4 21 2.2%
 
11.4 21 2.2%
 
8.9 20 2.1%
 
8.7 20 2.1%
 
9.3 20 2.1%
 
Other values (108) 641 67.9%
 
(Missing) 88 9.3%
 
ValueCountFrequency (%) 
4.5 1 0.1%
 
5.5 1 0.1%
 
5.6 1 0.1%
 
5.8 1 0.1%
 
5.9 2 0.2%
 
ValueCountFrequency (%) 
19.6 1 0.1%
 
17.5 1 0.1%
 
15.9 1 0.1%
 
15.8 2 0.2%
 
15.7 1 0.1%
 

id
Categorical

UNIQUE
HIGH CARDINALITY
Distinct count944
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
MLL_10730
 
1
MLL_10907
 
1
MLL_11227
 
1
MLL_10946
 
1
MLL_10984
 
1
Other values (939)
939
ValueCountFrequency (%) 
MLL_10730 1 0.1%
 
MLL_10907 1 0.1%
 
MLL_11227 1 0.1%
 
MLL_10946 1 0.1%
 
MLL_10984 1 0.1%
 
MLL_11240 1 0.1%
 
MUC_00338 1 0.1%
 
MLL_09948 1 0.1%
 
MLL_10767 1 0.1%
 
MLL_10768 1 0.1%
 
Other values (934) 934 98.9%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length9
Mean length9
Min length9
Scatter

idh1
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
920
1
 
24
ValueCountFrequency (%) 
0 920 97.5%
 
1 24 2.5%
 

idh1_vaf
Real number (ℝ≥0)

MISSING
Distinct count20
Unique (%)2.1%
Missing920
Missing (%)97.5%
Infinite0
Infinite (%)0.0%
Mean0.3229166666666667
Minimum0.02
Maximum0.47
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.02
5-th percentile0.08
Q10.2775
median0.37
Q30.4125
95-th percentile0.4585
Maximum0.47
Range0.45
Interquartile range (IQR)0.135

Descriptive statistics

Standard deviation0.134858353
Coefficient of variation (CV)0.4176258672
Kurtosis-0.006037726327
Mean0.3229166667
Median Absolute Deviation (MAD)0.1061111111
Skewness-1.102647619
Sum7.75
Variance0.01818677536
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.36 2 0.2%
 
0.41 2 0.2%
 
0.38 2 0.2%
 
0.44 2 0.2%
 
0.08 2 0.2%
 
0.42 1 0.1%
 
0.39 1 0.1%
 
0.33 1 0.1%
 
0.02 1 0.1%
 
0.27 1 0.1%
 
Other values (9) 9 1.0%
 
(Missing) 920 97.5%
 
ValueCountFrequency (%) 
0.02 1 0.1%
 
0.08 2 0.2%
 
0.11 1 0.1%
 
0.15 1 0.1%
 
0.27 1 0.1%
 
ValueCountFrequency (%) 
0.47 1 0.1%
 
0.46 1 0.1%
 
0.45 1 0.1%
 
0.44 2 0.2%
 
0.42 1 0.1%
 

idh2
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
907
1
 
37
ValueCountFrequency (%) 
0 907 96.1%
 
1 37 3.9%
 

idh2_vaf
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count21
Unique (%)2.2%
Missing907
Missing (%)96.1%
Infinite0
Infinite (%)0.0%
Mean0.3654054054054054
Minimum0.03
Maximum0.5
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.03
5-th percentile0.096
Q10.28
median0.42
Q30.45
95-th percentile0.472
Maximum0.5
Range0.47
Interquartile range (IQR)0.17

Descriptive statistics

Standard deviation0.1351664528
Coefficient of variation (CV)0.3699081919
Kurtosis0.4428083962
Mean0.3654054054
Median Absolute Deviation (MAD)0.1099488678
Skewness-1.330497242
Sum13.52
Variance0.01826996997
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.42 5 0.5%
 
0.45 5 0.5%
 
0.44 5 0.5%
 
0.47 3 0.3%
 
0.46 3 0.3%
 
0.4 2 0.2%
 
0.5 1 0.1%
 
0.25 1 0.1%
 
0.28 1 0.1%
 
0.17 1 0.1%
 
Other values (10) 10 1.1%
 
(Missing) 907 96.1%
 
ValueCountFrequency (%) 
0.03 1 0.1%
 
0.04 1 0.1%
 
0.11 1 0.1%
 
0.13 1 0.1%
 
0.14 1 0.1%
 
ValueCountFrequency (%) 
0.5 1 0.1%
 
0.48 1 0.1%
 
0.47 3 0.3%
 
0.46 3 0.3%
 
0.45 5 0.5%
 

jak2
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
899
1
 
45
ValueCountFrequency (%) 
0 899 95.2%
 
1 45 4.8%
 

jak2_vaf
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count33
Unique (%)3.5%
Missing899
Missing (%)95.2%
Infinite0
Infinite (%)0.0%
Mean0.24577777777777776
Minimum0.04
Maximum0.89
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.04
5-th percentile0.04
Q10.1
median0.23
Q30.34
95-th percentile0.544
Maximum0.89
Range0.85
Interquartile range (IQR)0.24

Descriptive statistics

Standard deviation0.1749089229
Coefficient of variation (CV)0.7116547496
Kurtosis2.892975134
Mean0.2457777778
Median Absolute Deviation (MAD)0.1332740741
Skewness1.30427839
Sum11.06
Variance0.03059313131
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.04 4 0.4%
 
0.23 4 0.4%
 
0.27 2 0.2%
 
0.34 2 0.2%
 
0.28 2 0.2%
 
0.33 2 0.2%
 
0.06 2 0.2%
 
0.09 2 0.2%
 
0.14 2 0.2%
 
0.44 1 0.1%
 
Other values (22) 22 2.3%
 
(Missing) 899 95.2%
 
ValueCountFrequency (%) 
0.04 4 0.4%
 
0.05 1 0.1%
 
0.06 2 0.2%
 
0.07 1 0.1%
 
0.08 1 0.1%
 
ValueCountFrequency (%) 
0.89 1 0.1%
 
0.6 1 0.1%
 
0.56 1 0.1%
 
0.48 1 0.1%
 
0.44 1 0.1%
 

kdm6a
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
935
1
 
9
ValueCountFrequency (%) 
0 935 99.0%
 
1 9 1.0%
 

kdm6a_vaf
Categorical

MISSING
HIGH CORRELATION
Distinct count4
Unique (%)0.4%
Missing935
Missing (%)99.0%
Memory size7.5 KiB
0.03
6
0.08
2
0.87
 
1
ValueCountFrequency (%) 
0.03 6 0.6%
 
0.08 2 0.2%
 
0.87 1 0.1%
 
(Missing) 935 99.0%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length4
Mean length3.009533898
Min length3
Scatter

kit
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
936
1
 
8
ValueCountFrequency (%) 
0 936 99.2%
 
1 8 0.8%
 

kit_vaf
Real number (ℝ≥0)

MISSING
Distinct count6
Unique (%)0.6%
Missing936
Missing (%)99.2%
Infinite0
Infinite (%)0.0%
Mean0.16
Minimum0.03
Maximum0.47
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.03
5-th percentile0.03
Q10.03
median0.1
Q30.19
95-th percentile0.4455
Maximum0.47
Range0.44
Interquartile range (IQR)0.16

Descriptive statistics

Standard deviation0.1748468718
Coefficient of variation (CV)1.092792949
Kurtosis0.0362124203
Mean0.16
Median Absolute Deviation (MAD)0.1375
Skewness1.296514982
Sum1.28
Variance0.03057142857
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.03 3 0.3%
 
0.12 2 0.2%
 
0.4 1 0.1%
 
0.08 1 0.1%
 
0.47 1 0.1%
 
(Missing) 936 99.2%
 
ValueCountFrequency (%) 
0.03 3 0.3%
 
0.08 1 0.1%
 
0.12 2 0.2%
 
0.4 1 0.1%
 
0.47 1 0.1%
 
ValueCountFrequency (%) 
0.47 1 0.1%
 
0.4 1 0.1%
 
0.12 2 0.2%
 
0.08 1 0.1%
 
0.03 3 0.3%
 

kras
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
920
1
 
24
ValueCountFrequency (%) 
0 920 97.5%
 
1 24 2.5%
 

kras_vaf
Categorical

MISSING
Distinct count18
Unique (%)1.9%
Missing920
Missing (%)97.5%
Memory size7.5 KiB
0.03
4
0.05
3
0.41
 
2
0.07
 
2
0.08
 
1
Other values (12)
12
ValueCountFrequency (%) 
0.03 4 0.4%
 
0.05 3 0.3%
 
0.41 2 0.2%
 
0.07 2 0.2%
 
0.08 1 0.1%
 
0.48 1 0.1%
 
0.04 1 0.1%
 
0.11 1 0.1%
 
0.18 1 0.1%
 
0.06 1 0.1%
 
Other values (7) 7 0.7%
 
(Missing) 920 97.5%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.030720339
Min length3
Scatter

luc7l2
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
938
1
 
6
ValueCountFrequency (%) 
0 938 99.4%
 
1 6 0.6%
 

luc7l2_vaf
Categorical

MISSING
Distinct count7
Unique (%)0.7%
Missing938
Missing (%)99.4%
Memory size7.5 KiB
0.63; 0.12
1
0.03
1
0.1
1
0.48
1
0.68; 0.17
1
ValueCountFrequency (%) 
0.63; 0.12 1 0.1%
 
0.03 1 0.1%
 
0.1 1 0.1%
 
0.48 1 0.1%
 
0.68; 0.17 1 0.1%
 
0.46; 0.44 1 0.1%
 
(Missing) 938 99.4%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.024364407
Min length3
Scatter

lym_%
Real number (ℝ≥0)

ZEROS
Distinct count72
Unique (%)7.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.080508474576272
Minimum0.0
Maximum55.0
Zeros11
Zeros (%)1.2%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q14
median6.5
Q310.5
95-th percentile19.5
Maximum55
Range55
Interquartile range (IQR)6.5

Descriptive statistics

Standard deviation6.641148867
Coefficient of variation (CV)0.8218726443
Kurtosis8.900989589
Mean8.080508475
Median Absolute Deviation (MAD)4.62509875
Skewness2.359789732
Sum7628
Variance44.10485828
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 1.25 8.25 11.75 15.75 19.25 27.75 55. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
4.5 49 5.2%
 
6 48 5.1%
 
5.5 46 4.9%
 
7 42 4.4%
 
3.5 41 4.3%
 
5 41 4.3%
 
6.5 40 4.2%
 
4 39 4.1%
 
3 38 4.0%
 
2.5 37 3.9%
 
Other values (62) 523 55.4%
 
ValueCountFrequency (%) 
0 11 1.2%
 
0.5 17 1.8%
 
1 24 2.5%
 
1.5 31 3.3%
 
2 32 3.4%
 
ValueCountFrequency (%) 
55 1 0.1%
 
49.5 1 0.1%
 
46 1 0.1%
 
45 1 0.1%
 
41 1 0.1%
 

mds_etiology
Categorical

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
pMDS
903
t-MDS
 
41
ValueCountFrequency (%) 
pMDS 903 95.7%
 
t-MDS 41 4.3%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length5
Mean length4.043432203
Min length4
Scatter

med12
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
942
1
 
2
ValueCountFrequency (%) 
0 942 99.8%
 
1 2 0.2%
 

med12_vaf
Boolean

MISSING
Distinct count2
Unique (%)0.2%
Missing942
Missing (%)99.8%
Memory size7.5 KiB
0.04
 
2
(Missing)
942
ValueCountFrequency (%) 
0.04 2 0.2%
 
(Missing) 942 99.8%
 

mono_%
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count40
Unique (%)4.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7876059322033897
Minimum0.0
Maximum39.0
Zeros159
Zeros (%)16.8%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.5
median1.5
Q33.5
95-th percentile9.5
Maximum39
Range39
Interquartile range (IQR)3

Descriptive statistics

Standard deviation3.806029289
Coefficient of variation (CV)1.365339787
Kurtosis20.38124515
Mean2.787605932
Median Absolute Deviation (MAD)2.443971515
Skewness3.59925634
Sum2631.5
Variance14.48585895
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.25 1.25 2.75 4.75 6.25 9.75 13.25 39. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 159 16.8%
 
0.5 133 14.1%
 
1 123 13.0%
 
1.5 87 9.2%
 
2 73 7.7%
 
2.5 58 6.1%
 
3 46 4.9%
 
4 37 3.9%
 
3.5 34 3.6%
 
4.5 32 3.4%
 
Other values (30) 162 17.2%
 
ValueCountFrequency (%) 
0 159 16.8%
 
0.5 133 14.1%
 
1 123 13.0%
 
1.5 87 9.2%
 
2 73 7.7%
 
ValueCountFrequency (%) 
39 1 0.1%
 
33 1 0.1%
 
30 1 0.1%
 
26 1 0.1%
 
23.5 2 0.2%
 

mpl
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
916
1
 
28
ValueCountFrequency (%) 
0 916 97.0%
 
1 28 3.0%
 

mpl_vaf
Categorical

MISSING
Distinct count23
Unique (%)2.4%
Missing916
Missing (%)97.0%
Memory size7.5 KiB
0.39
 
3
0.04
 
3
0.07
 
2
0.12
 
2
0.13
 
1
Other values (17)
17
ValueCountFrequency (%) 
0.39 3 0.3%
 
0.04 3 0.3%
 
0.07 2 0.2%
 
0.12 2 0.2%
 
0.13 1 0.1%
 
0.45 1 0.1%
 
0.34 1 0.1%
 
0.29 1 0.1%
 
0.16 1 0.1%
 
0.05 1 0.1%
 
Other values (12) 12 1.3%
 
(Missing) 916 97.0%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.034957627
Min length3
Scatter

neut_%
Real number (ℝ≥0)

MISSING
Distinct count84
Unique (%)8.9%
Missing86
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean50.63170163170163
Minimum5.0
Maximum91.0
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum5
5-th percentile26
Q141
median52.5
Q360
95-th percentile71
Maximum91
Range86
Interquartile range (IQR)19

Descriptive statistics

Standard deviation13.24520202
Coefficient of variation (CV)0.2615989902
Kurtosis0.8084445995
Mean50.63170163
Median Absolute Deviation (MAD)10.44483566
Skewness-0.426109377
Sum43442
Variance175.4353766
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
60 82 8.7%
 
55 64 6.8%
 
41 61 6.5%
 
48 56 5.9%
 
40 46 4.9%
 
39.5 42 4.4%
 
57 38 4.0%
 
51.5 37 3.9%
 
56.5 36 3.8%
 
52.5 28 3.0%
 
Other values (73) 368 39.0%
 
(Missing) 86 9.1%
 
ValueCountFrequency (%) 
5 1 0.1%
 
6 2 0.2%
 
8 1 0.1%
 
9 2 0.2%
 
10 1 0.1%
 
ValueCountFrequency (%) 
91 1 0.1%
 
88 1 0.1%
 
86 3 0.3%
 
85 1 0.1%
 
84 1 0.1%
 

nf1
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
916
1
 
28
ValueCountFrequency (%) 
0 916 97.0%
 
1 28 3.0%
 

nf1_vaf
Categorical

MISSING
Distinct count22
Unique (%)2.3%
Missing916
Missing (%)97.0%
Memory size7.5 KiB
0.03
 
3
0.21
 
2
0.12
 
2
0.05
 
2
0.39
 
2
Other values (16)
17
ValueCountFrequency (%) 
0.03 3 0.3%
 
0.21 2 0.2%
 
0.12 2 0.2%
 
0.05 2 0.2%
 
0.39 2 0.2%
 
0.17 2 0.2%
 
0.08 1 0.1%
 
0.03; 0.31 1 0.1%
 
0.48 1 0.1%
 
0.04 1 0.1%
 
Other values (11) 11 1.2%
 
(Missing) 916 97.0%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.042372881
Min length3
Scatter

normal
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
1
648
0
296
ValueCountFrequency (%) 
1 648 68.6%
 
0 296 31.4%
 

notch1
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
935
1
 
9
ValueCountFrequency (%) 
0 935 99.0%
 
1 9 1.0%
 

notch1_vaf
Real number (ℝ≥0)

MISSING
Distinct count9
Unique (%)1.0%
Missing935
Missing (%)99.0%
Infinite0
Infinite (%)0.0%
Mean0.4066666666666667
Minimum0.03
Maximum0.55
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.03
5-th percentile0.138
Q10.41
median0.46
Q30.47
95-th percentile0.538
Maximum0.55
Range0.52
Interquartile range (IQR)0.06

Descriptive statistics

Standard deviation0.157876534
Coefficient of variation (CV)0.3882209853
Kurtosis4.435218825
Mean0.4066666667
Median Absolute Deviation (MAD)0.1074074074
Skewness-2.022171798
Sum3.66
Variance0.024925
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.47 2 0.2%
 
0.45 1 0.1%
 
0.3 1 0.1%
 
0.03 1 0.1%
 
0.55 1 0.1%
 
0.52 1 0.1%
 
0.46 1 0.1%
 
0.41 1 0.1%
 
(Missing) 935 99.0%
 
ValueCountFrequency (%) 
0.03 1 0.1%
 
0.3 1 0.1%
 
0.41 1 0.1%
 
0.45 1 0.1%
 
0.46 1 0.1%
 
ValueCountFrequency (%) 
0.55 1 0.1%
 
0.52 1 0.1%
 
0.47 2 0.2%
 
0.46 1 0.1%
 
0.45 1 0.1%
 

npm1
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
935
1
 
9
ValueCountFrequency (%) 
0 935 99.0%
 
1 9 1.0%
 

npm1_vaf
Real number (ℝ≥0)

MISSING
Distinct count10
Unique (%)1.1%
Missing935
Missing (%)99.0%
Infinite0
Infinite (%)0.0%
Mean0.23888888888888893
Minimum0.04
Maximum0.36
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.04
5-th percentile0.084
Q10.2
median0.26
Q30.29
95-th percentile0.344
Maximum0.36
Range0.32
Interquartile range (IQR)0.09

Descriptive statistics

Standard deviation0.0968819442
Coefficient of variation (CV)0.4055523245
Kurtosis1.198602208
Mean0.2388888889
Median Absolute Deviation (MAD)0.07259259259
Skewness-1.078921028
Sum2.15
Variance0.009386111111
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.04 1 0.1%
 
0.15 1 0.1%
 
0.36 1 0.1%
 
0.2 1 0.1%
 
0.26 1 0.1%
 
0.29 1 0.1%
 
0.32 1 0.1%
 
0.28 1 0.1%
 
0.25 1 0.1%
 
(Missing) 935 99.0%
 
ValueCountFrequency (%) 
0.04 1 0.1%
 
0.15 1 0.1%
 
0.2 1 0.1%
 
0.25 1 0.1%
 
0.26 1 0.1%
 
ValueCountFrequency (%) 
0.36 1 0.1%
 
0.32 1 0.1%
 
0.29 1 0.1%
 
0.28 1 0.1%
 
0.26 1 0.1%
 

nras
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
908
1
 
36
ValueCountFrequency (%) 
0 908 96.2%
 
1 36 3.8%
 

nras_vaf
Categorical

MISSING
Distinct count27
Unique (%)2.9%
Missing908
Missing (%)96.2%
Memory size7.5 KiB
0.44
 
4
0.03
 
3
0.4
 
2
0.41
 
2
0.12
 
2
Other values (21)
23
ValueCountFrequency (%) 
0.44 4 0.4%
 
0.03 3 0.3%
 
0.4 2 0.2%
 
0.41 2 0.2%
 
0.12 2 0.2%
 
0.19 2 0.2%
 
0.43 2 0.2%
 
0.04 1 0.1%
 
0.34 1 0.1%
 
0.18; 0.03 1 0.1%
 
Other values (16) 16 1.7%
 
(Missing) 908 96.2%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length16
Mean length3.07309322
Min length3
Scatter

os
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count793
Unique (%)84.0%
Missing27
Missing (%)2.9%
Infinite0
Infinite (%)0.0%
Mean44.03046165030898
Minimum0.03333333333333333
Maximum405.73333333333335
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.03333333333
5-th percentile3.866666667
Q116.86666667
median39.43333333
Q365
95-th percentile101.6066667
Maximum405.7333333
Range405.7
Interquartile range (IQR)48.13333333

Descriptive statistics

Standard deviation34.21761416
Coefficient of variation (CV)0.7771350307
Kurtosis14.18480395
Mean44.03046165
Median Absolute Deviation (MAD)26.34078228
Skewness2.050199536
Sum40375.93333
Variance1170.845119
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
35.5 4 0.4%
 
75.13333333 3 0.3%
 
5.833333333 3 0.3%
 
73.73333333 3 0.3%
 
3.866666667 3 0.3%
 
12.23333333 3 0.3%
 
13.1 3 0.3%
 
6.766666667 3 0.3%
 
4.1 3 0.3%
 
26.13333333 3 0.3%
 
Other values (782) 886 93.9%
 
(Missing) 27 2.9%
 
ValueCountFrequency (%) 
0.03333333333 1 0.1%
 
0.1333333333 1 0.1%
 
0.1666666667 1 0.1%
 
0.2333333333 1 0.1%
 
0.4333333333 2 0.2%
 
ValueCountFrequency (%) 
405.7333333 1 0.1%
 
233.3 1 0.1%
 
168.8666667 1 0.1%
 
167.4 1 0.1%
 
164.3666667 1 0.1%
 

phf6
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
920
1
 
24
ValueCountFrequency (%) 
0 920 97.5%
 
1 24 2.5%
 

phf6_vaf
Categorical

MISSING
Distinct count20
Unique (%)2.1%
Missing920
Missing (%)97.5%
Memory size7.5 KiB
0.04
3
0.03
3
0.85
 
2
0.15; 0.59; 0.05
 
1
0.16; 0.49; 0.06; 0.05; 0.04
 
1
Other values (14)
14
ValueCountFrequency (%) 
0.04 3 0.3%
 
0.03 3 0.3%
 
0.85 2 0.2%
 
0.15; 0.59; 0.05 1 0.1%
 
0.16; 0.49; 0.06; 0.05; 0.04 1 0.1%
 
0.15; 0.03 1 0.1%
 
0.8 1 0.1%
 
0.12 1 0.1%
 
0.14 1 0.1%
 
0.93 1 0.1%
 
Other values (9) 9 1.0%
 
(Missing) 920 97.5%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length28
Mean length3.075211864
Min length3
Scatter

plt
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count410
Unique (%)43.4%
Missing90
Missing (%)9.5%
Infinite0
Infinite (%)0.0%
Mean205.7172131147541
Minimum2.0
Maximum1491.0
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum2
5-th percentile25
Q180
median149.5
Q3285
95-th percentile551.4
Maximum1491
Range1489
Interquartile range (IQR)205

Descriptive statistics

Standard deviation181.485773
Coefficient of variation (CV)0.8822099536
Kurtosis5.87370291
Mean205.7172131
Median Absolute Deviation (MAD)134.4931566
Skewness1.953158568
Sum175682.5
Variance32937.08581
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
46 7 0.7%
 
103 6 0.6%
 
54 6 0.6%
 
130 6 0.6%
 
30 6 0.6%
 
35 6 0.6%
 
281 6 0.6%
 
60 6 0.6%
 
99 6 0.6%
 
111 6 0.6%
 
Other values (399) 793 84.0%
 
(Missing) 90 9.5%
 
ValueCountFrequency (%) 
2 1 0.1%
 
3 2 0.2%
 
4 1 0.1%
 
5 1 0.1%
 
7 2 0.2%
 
ValueCountFrequency (%) 
1491 1 0.1%
 
1103 1 0.1%
 
1068 1 0.1%
 
986 1 0.1%
 
963 1 0.1%
 

prpf40b
Boolean

MISSING
Distinct count2
Unique (%)0.2%
Missing933
Missing (%)98.8%
Memory size7.5 KiB
1
 
11
(Missing)
933
ValueCountFrequency (%) 
1 11 1.2%
 
(Missing) 933 98.8%
 

prpf40b_vaf
Real number (ℝ≥0)

MISSING
Distinct count12
Unique (%)1.3%
Missing933
Missing (%)98.8%
Infinite0
Infinite (%)0.0%
Mean0.30363636363636365
Minimum0.03
Maximum0.55
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.03
5-th percentile0.055
Q10.15
median0.37
Q30.445
95-th percentile0.515
Maximum0.55
Range0.52
Interquartile range (IQR)0.295

Descriptive statistics

Standard deviation0.1778354704
Coefficient of variation (CV)0.5856856811
Kurtosis-1.460465906
Mean0.3036363636
Median Absolute Deviation (MAD)0.154214876
Skewness-0.2663136273
Sum3.34
Variance0.03162545455
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.08 1 0.1%
 
0.03 1 0.1%
 
0.45 1 0.1%
 
0.48 1 0.1%
 
0.55 1 0.1%
 
0.26 1 0.1%
 
0.16 1 0.1%
 
0.38 1 0.1%
 
0.37 1 0.1%
 
0.44 1 0.1%
 
(Missing) 933 98.8%
 
ValueCountFrequency (%) 
0.03 1 0.1%
 
0.08 1 0.1%
 
0.14 1 0.1%
 
0.16 1 0.1%
 
0.26 1 0.1%
 
ValueCountFrequency (%) 
0.55 1 0.1%
 
0.48 1 0.1%
 
0.45 1 0.1%
 
0.44 1 0.1%
 
0.38 1 0.1%
 

prpf8
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
941
1
 
3
ValueCountFrequency (%) 
0 941 99.7%
 
1 3 0.3%
 

prpf8_vaf
Categorical

MISSING
HIGH CORRELATION
Distinct count4
Unique (%)0.4%
Missing941
Missing (%)99.7%
Memory size7.5 KiB
0.36
1
0.26
1
0.37
1
ValueCountFrequency (%) 
0.36 1 0.1%
 
0.26 1 0.1%
 
0.37 1 0.1%
 
(Missing) 941 99.7%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length4
Mean length3.003177966
Min length3
Scatter

ptpn11
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
932
1
 
12
ValueCountFrequency (%) 
0 932 98.7%
 
1 12 1.3%
 

ptpn11_vaf
Categorical

MISSING
Distinct count10
Unique (%)1.1%
Missing932
Missing (%)98.7%
Memory size7.5 KiB
0.03
3
0.17
2
0.04
1
0.37
1
0.09; 0.05; 0.07
1
Other values (4)
4
ValueCountFrequency (%) 
0.03 3 0.3%
 
0.17 2 0.2%
 
0.04 1 0.1%
 
0.37 1 0.1%
 
0.09; 0.05; 0.07 1 0.1%
 
0.48 1 0.1%
 
0.3 1 0.1%
 
0.24 1 0.1%
 
0.34 1 0.1%
 
(Missing) 932 98.7%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length16
Mean length3.024364407
Min length3
Scatter

rad21
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
931
1
 
13
ValueCountFrequency (%) 
0 931 98.6%
 
1 13 1.4%
 

rad21_vaf
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count12
Unique (%)1.3%
Missing931
Missing (%)98.6%
Infinite0
Infinite (%)0.0%
Mean0.28615384615384615
Minimum0.03
Maximum0.58
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.03
5-th percentile0.03
Q10.09
median0.28
Q30.44
95-th percentile0.538
Maximum0.58
Range0.55
Interquartile range (IQR)0.35

Descriptive statistics

Standard deviation0.2013925876
Coefficient of variation (CV)0.7037913009
Kurtosis-1.6238482
Mean0.2861538462
Median Absolute Deviation (MAD)0.1727810651
Skewness-0.0955444564
Sum3.72
Variance0.04055897436
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.03 3 0.3%
 
0.15 1 0.1%
 
0.27 1 0.1%
 
0.42 1 0.1%
 
0.09 1 0.1%
 
0.4 1 0.1%
 
0.49 1 0.1%
 
0.58 1 0.1%
 
0.51 1 0.1%
 
0.44 1 0.1%
 
(Missing) 931 98.6%
 
ValueCountFrequency (%) 
0.03 3 0.3%
 
0.09 1 0.1%
 
0.15 1 0.1%
 
0.27 1 0.1%
 
0.28 1 0.1%
 
ValueCountFrequency (%) 
0.58 1 0.1%
 
0.51 1 0.1%
 
0.49 1 0.1%
 
0.44 1 0.1%
 
0.42 1 0.1%
 

runx1
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
845
1
 
99
ValueCountFrequency (%) 
0 845 89.5%
 
1 99 10.5%
 

runx1_vaf
Categorical

MISSING
HIGH CARDINALITY
Distinct count58
Unique (%)6.1%
Missing845
Missing (%)89.5%
Memory size7.5 KiB
0.45
 
8
0.44
 
6
0.3
 
5
0.38
 
5
0.41
 
4
Other values (52)
71
ValueCountFrequency (%) 
0.45 8 0.8%
 
0.44 6 0.6%
 
0.3 5 0.5%
 
0.38 5 0.5%
 
0.41 4 0.4%
 
0.19 4 0.4%
 
0.03 3 0.3%
 
0.27 3 0.3%
 
0.36 3 0.3%
 
0.46 3 0.3%
 
Other values (47) 55 5.8%
 
(Missing) 845 89.5%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length15
Mean length3.217161017
Min length3
Scatter

sf3b1
Boolean

HIGH CORRELATION
Distinct count3
Unique (%)0.3%
Missing4
Missing (%)0.4%
Memory size7.5 KiB
0
633
1
307
(Missing)
 
4
ValueCountFrequency (%) 
0 633 67.1%
 
1 307 32.5%
 
(Missing) 4 0.4%
 

sf3b1_vaf
Categorical

MISSING
HIGH CARDINALITY
Distinct count52
Unique (%)5.5%
Missing633
Missing (%)67.1%
Memory size7.5 KiB
0.42
 
25
0.41
 
24
0.43
 
23
0.4
 
23
0.44
 
20
Other values (46)
196
ValueCountFrequency (%) 
0.42 25 2.6%
 
0.41 24 2.5%
 
0.43 23 2.4%
 
0.4 23 2.4%
 
0.44 20 2.1%
 
0.38 19 2.0%
 
0.45 18 1.9%
 
0.39 15 1.6%
 
0.37 14 1.5%
 
0.36 12 1.3%
 
Other values (41) 118 12.5%
 
(Missing) 633 67.1%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.351694915
Min length3
Scatter

smc3
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
928
1
 
16
ValueCountFrequency (%) 
0 928 98.3%
 
1 16 1.7%
 

smc3_vaf
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count15
Unique (%)1.6%
Missing928
Missing (%)98.3%
Infinite0
Infinite (%)0.0%
Mean0.2275
Minimum0.04
Maximum0.44
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.04
5-th percentile0.0475
Q10.0825
median0.19
Q30.39
95-th percentile0.4325
Maximum0.44
Range0.4
Interquartile range (IQR)0.3075

Descriptive statistics

Standard deviation0.1564821609
Coefficient of variation (CV)0.6878336741
Kurtosis-1.756280188
Mean0.2275
Median Absolute Deviation (MAD)0.1371875
Skewness0.2489291886
Sum3.64
Variance0.02448666667
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.06 2 0.2%
 
0.42 2 0.2%
 
0.04 1 0.1%
 
0.44 1 0.1%
 
0.09 1 0.1%
 
0.05 1 0.1%
 
0.13 1 0.1%
 
0.23 1 0.1%
 
0.16 1 0.1%
 
0.43 1 0.1%
 
Other values (4) 4 0.4%
 
(Missing) 928 98.3%
 
ValueCountFrequency (%) 
0.04 1 0.1%
 
0.05 1 0.1%
 
0.06 2 0.2%
 
0.09 1 0.1%
 
0.13 1 0.1%
 
ValueCountFrequency (%) 
0.44 1 0.1%
 
0.43 1 0.1%
 
0.42 2 0.2%
 
0.38 1 0.1%
 
0.37 1 0.1%
 

srsf2
Boolean

Distinct count3
Unique (%)0.3%
Missing1
Missing (%)0.1%
Memory size7.5 KiB
0
779
1
164
(Missing)
 
1
ValueCountFrequency (%) 
0 779 82.5%
 
1 164 17.4%
 
(Missing) 1 0.1%
 

srsf2_vaf
Categorical

MISSING
Distinct count45
Unique (%)4.8%
Missing779
Missing (%)82.5%
Memory size7.5 KiB
0.4
 
13
0.43
 
11
0.45
 
10
0.42
 
9
0.46
 
9
Other values (39)
113
ValueCountFrequency (%) 
0.4 13 1.4%
 
0.43 11 1.2%
 
0.45 10 1.1%
 
0.42 9 1.0%
 
0.46 9 1.0%
 
0.44 9 1.0%
 
0.41 8 0.8%
 
0.47 8 0.8%
 
0.25 6 0.6%
 
0.35 6 0.6%
 
Other values (34) 76 8.1%
 
(Missing) 779 82.5%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.159957627
Min length3
Scatter

stag2
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
875
1
 
69
ValueCountFrequency (%) 
0 875 92.7%
 
1 69 7.3%
 

stag2_vaf
Categorical

MISSING
HIGH CARDINALITY
Distinct count58
Unique (%)6.1%
Missing875
Missing (%)92.7%
Memory size7.5 KiB
0.39
 
3
0.35
 
3
0.92
 
2
0.8
 
2
0.07
 
2
Other values (52)
57
ValueCountFrequency (%) 
0.39 3 0.3%
 
0.35 3 0.3%
 
0.92 2 0.2%
 
0.8 2 0.2%
 
0.07 2 0.2%
 
0.11 2 0.2%
 
0.69 2 0.2%
 
0.48 2 0.2%
 
0.32 2 0.2%
 
0.83 2 0.2%
 
Other values (47) 47 5.0%
 
(Missing) 875 92.7%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length25
Mean length3.223516949
Min length3
Scatter

tet2
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
633
1
311
ValueCountFrequency (%) 
0 633 67.1%
 
1 311 32.9%
 

tet2_vaf
Categorical

MISSING
HIGH CARDINALITY
Distinct count217
Unique (%)23.0%
Missing633
Missing (%)67.1%
Memory size7.5 KiB
0.42
 
8
0.37
 
7
0.03
 
7
0.43
 
6
0.38
 
6
Other values (211)
277
ValueCountFrequency (%) 
0.42 8 0.8%
 
0.37 7 0.7%
 
0.03 7 0.7%
 
0.43 6 0.6%
 
0.38 6 0.6%
 
0.48 5 0.5%
 
0.39 5 0.5%
 
0.46 5 0.5%
 
0.41 4 0.4%
 
0.05 4 0.4%
 
Other values (206) 254 26.9%
 
(Missing) 633 67.1%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length22
Mean length4.530720339
Min length3
Scatter

tp53
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
884
1
 
60
ValueCountFrequency (%) 
0 884 93.6%
 
1 60 6.4%
 

tp53_vaf
Categorical

MISSING
HIGH CARDINALITY
Distinct count51
Unique (%)5.4%
Missing884
Missing (%)93.6%
Memory size7.5 KiB
0.41
 
3
0.78
 
2
0.39
 
2
0.69
 
2
0.38
 
2
Other values (45)
49
ValueCountFrequency (%) 
0.41 3 0.3%
 
0.78 2 0.2%
 
0.39 2 0.2%
 
0.69 2 0.2%
 
0.38 2 0.2%
 
0.45 2 0.2%
 
0.48 2 0.2%
 
0.87 2 0.2%
 
0.03 2 0.2%
 
0.28 1 0.1%
 
Other values (40) 40 4.2%
 
(Missing) 884 93.6%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.162076271
Min length3
Scatter

trisomy_8
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
889
1
 
55
ValueCountFrequency (%) 
0 889 94.2%
 
1 55 5.8%
 

u2af1
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
871
1
 
73
ValueCountFrequency (%) 
0 871 92.3%
 
1 73 7.7%
 

u2af1_vaf
Categorical

MISSING
Distinct count34
Unique (%)3.6%
Missing871
Missing (%)92.3%
Memory size7.5 KiB
0.42
 
6
0.47
 
6
0.45
 
5
0.4
 
4
0.37
 
4
Other values (28)
48
ValueCountFrequency (%) 
0.42 6 0.6%
 
0.47 6 0.6%
 
0.45 5 0.5%
 
0.4 4 0.4%
 
0.37 4 0.4%
 
0.44 4 0.4%
 
0.41 4 0.4%
 
0.39 4 0.4%
 
0.48 3 0.3%
 
0.43 3 0.3%
 
Other values (23) 30 3.2%
 
(Missing) 871 92.3%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length16
Mean length3.083686441
Min length3
Scatter

u2af2
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
937
1
 
7
ValueCountFrequency (%) 
0 937 99.3%
 
1 7 0.7%
 

u2af2_vaf
Real number (ℝ≥0)

MISSING
Distinct count8
Unique (%)0.8%
Missing937
Missing (%)99.3%
Infinite0
Infinite (%)0.0%
Mean0.30142857142857143
Minimum0.11
Maximum0.6
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.11
5-th percentile0.131
Q10.185
median0.2
Q30.415
95-th percentile0.549
Maximum0.6
Range0.49
Interquartile range (IQR)0.23

Descriptive statistics

Standard deviation0.1777103047
Coefficient of variation (CV)0.5895602524
Kurtosis-0.6579170735
Mean0.3014285714
Median Absolute Deviation (MAD)0.1502040816
Skewness0.7677731152
Sum2.11
Variance0.03158095238
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4 1 0.1%
 
0.6 1 0.1%
 
0.18 1 0.1%
 
0.2 1 0.1%
 
0.43 1 0.1%
 
0.19 1 0.1%
 
0.11 1 0.1%
 
(Missing) 937 99.3%
 
ValueCountFrequency (%) 
0.11 1 0.1%
 
0.18 1 0.1%
 
0.19 1 0.1%
 
0.2 1 0.1%
 
0.4 1 0.1%
 
ValueCountFrequency (%) 
0.6 1 0.1%
 
0.43 1 0.1%
 
0.4 1 0.1%
 
0.2 1 0.1%
 
0.19 1 0.1%
 

wbc
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count286
Unique (%)30.3%
Missing86
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean6.754965034965036
Minimum0.6
Maximum176.0
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.6
5-th percentile1.757
Q13.01
median4.7
Q37.1
95-th percentile16.96
Maximum176
Range175.4
Interquartile range (IQR)4.09

Descriptive statistics

Standard deviation9.656003607
Coefficient of variation (CV)1.429467593
Kurtosis132.1855162
Mean6.754965035
Median Absolute Deviation (MAD)4.181989502
Skewness9.427844577
Sum5795.76
Variance93.23840566
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.8 19 2.0%
 
2.7 19 2.0%
 
2.4 17 1.8%
 
2.8 17 1.8%
 
3.5 15 1.6%
 
3 14 1.5%
 
2.9 13 1.4%
 
4.3 13 1.4%
 
3.2 12 1.3%
 
4.1 12 1.3%
 
Other values (275) 707 74.9%
 
(Missing) 86 9.1%
 
ValueCountFrequency (%) 
0.6 1 0.1%
 
0.7 2 0.2%
 
0.8 1 0.1%
 
1 3 0.3%
 
1.06 1 0.1%
 
ValueCountFrequency (%) 
176 1 0.1%
 
108 1 0.1%
 
82.9 1 0.1%
 
70 1 0.1%
 
60 1 0.1%
 

wt1
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
939
1
 
5
ValueCountFrequency (%) 
0 939 99.5%
 
1 5 0.5%
 

wt1_vaf
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count6
Unique (%)0.6%
Missing939
Missing (%)99.5%
Infinite0
Infinite (%)0.0%
Mean0.34
Minimum0.1
Maximum0.49
Zeros0
Zeros (%)0.0%
Memory size7.5 KiB
Mini histogram

Quantile statistics

Minimum0.1
5-th percentile0.134
Q10.27
median0.4
Q30.44
95-th percentile0.48
Maximum0.49
Range0.39
Interquartile range (IQR)0.17

Descriptive statistics

Standard deviation0.1570031847
Coefficient of variation (CV)0.4617740726
Kurtosis0.1485214916
Mean0.34
Median Absolute Deviation (MAD)0.124
Skewness-1.030973519
Sum1.7
Variance0.02465
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.1 1 0.1%
 
0.27 1 0.1%
 
0.4 1 0.1%
 
0.49 1 0.1%
 
0.44 1 0.1%
 
(Missing) 939 99.5%
 
ValueCountFrequency (%) 
0.1 1 0.1%
 
0.27 1 0.1%
 
0.4 1 0.1%
 
0.44 1 0.1%
 
0.49 1 0.1%
 
ValueCountFrequency (%) 
0.49 1 0.1%
 
0.44 1 0.1%
 
0.4 1 0.1%
 
0.27 1 0.1%
 
0.1 1 0.1%
 

zrsr2
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
0
872
1
 
72
ValueCountFrequency (%) 
0 872 92.4%
 
1 72 7.6%
 

zrsr2_vaf
Categorical

MISSING
HIGH CARDINALITY
Distinct count52
Unique (%)5.5%
Missing872
Missing (%)92.4%
Memory size7.5 KiB
0.04
 
5
0.89
 
4
0.74
 
4
0.94
 
3
0.03
 
2
Other values (46)
54
ValueCountFrequency (%) 
0.04 5 0.5%
 
0.89 4 0.4%
 
0.74 4 0.4%
 
0.94 3 0.3%
 
0.03 2 0.2%
 
0.85 2 0.2%
 
0.35 2 0.2%
 
0.84 2 0.2%
 
0.88 2 0.2%
 
0.79 2 0.2%
 
Other values (41) 44 4.7%
 
(Missing) 872 92.4%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length10
Mean length3.101694915
Min length3
Scatter

Correlations

Missing values

Sample

First rows

abs_basabs_eosabs_lymabs_monoabs_neutafsageamlasxl1asxl1_vafbas_%bcorbcor_vafbcorl1bcorl1_vafbmbperbmtcblcbl_vafcebpacebpa_vafcomplexcytogeneticcytoipssrdataset_iddeaddel(17)del(20)del(5)del(7)del(y)df_indexdiagnosisdnmt3adnmt3a_vafeos_%etv6etv6_vafezh2ezh2_vafflt3flt3_vafgata2gata2_vafgendergnb1gnb1_vafhgbididh1idh1_vafidh2idh2_vafjak2jak2_vafkdm6akdm6a_vafkitkit_vafkraskras_vafluc7l2luc7l2_vaflym_%mds_etiologymed12med12_vafmono_%mplmpl_vafneut_%nf1nf1_vafnormalnotch1notch1_vafnpm1npm1_vafnrasnras_vafosphf6phf6_vafpltprpf40bprpf40b_vafprpf8prpf8_vafptpn11ptpn11_vafrad21rad21_vafrunx1runx1_vafsf3b1sf3b1_vafsmc3smc3_vafsrsf2srsf2_vafstag2stag2_vaftet2tet2_vaftp53tp53_vaftrisomy_8u2af1u2af1_vafu2af2u2af2_vafwbcwt1wt1_vafzrsr2zrsr2_vaf
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10.01260.01428.084.04.87266.66666757.30.00NaN0.00NaN0NaN4.500NaN0NaN045,X,-Y[4]/45,X,-Y,del(5)(q14q34)[15]/46,X,-Y,del(5)(q14q34),+8[1]2mds1.0001011RCMD0NaN15.00NaN10.220NaN0NaNmale0NaN8.20MLL_000650NaN0NaN0NaN0NaN0NaN0NaN0NaN17.0pMDS0NaN1.00NaN58.00NaN010.300NaN0NaN66.6666670NaN673.0NaNNaN0NaN0NaN0NaN0NaN0.0NaN0NaN0.0NaN0NaN0NaN0NaN10NaN0NaN8.400NaN0NaN
20.043.572.514.51.56646.46666771.30.00NaN0.00NaN0NaN1.500NaN0NaN046,XY[20]1mds1.0000002RCMD0NaN1.50NaN0NaN0NaN0NaNmale0NaN11.00MLL_099390NaN0NaN0NaN0NaN0NaN0NaN0NaN2.5pMDS0NaN0.50NaN54.00NaN10NaN0NaN0NaN46.4666670NaN83.0NaNNaN0NaN0NaN0NaN0NaN0.0NaN0NaN0.0NaN0NaN0NaN0NaN010.370NaN2.900NaN0NaN
30.00.0598.013.00.48120.23333368.91.00NaN0.00NaN0NaN17.000NaN0NaN046,XY[20]1mds1.0000003RAEB-20NaN0.00NaN0NaN0NaN0NaNmale0NaN9.60MLL_099400NaN0NaN0NaN0NaN0NaN0NaN0NaN46.0pMDS0NaN1.00NaN37.00NaN10NaN0NaN0NaN43.9333330NaN56.0NaNNaN0NaN0NaN0NaN0NaN0.0NaN0NaN1.00.060NaN0NaN0NaN00NaN0NaN1.300NaN0NaN
40.083.127.7249.33.04756.23333376.30.00NaN0.00NaN0NaN3.000NaN0NaN046,XY[21]1mds0.0000004RCMD0NaN1.50NaN0NaN0NaN0NaNmale0NaN9.78MLL_099410NaN0NaN0NaN0NaN0NaN0NaN0NaN0.5pMDS0NaN4.50NaN55.00NaN10NaN0NaN0NaN56.2333330NaN43.0NaNNaN0NaN0NaN0NaN0NaN0.0NaN0NaN1.00.40NaN0NaN0NaN00NaN0NaN5.540NaN0NaN
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70.00.01145.50.05.05617.70000069.30.010.050.00NaN0NaN5.500NaN0NaN046,XY[20]1mds1.0000007RAEB-10NaN0.00NaN0NaN0NaN0NaNmale0NaN9.90MLL_099440NaN0NaN0NaN10.030NaN0NaN0NaN14.5pMDS0NaN0.00NaN64.00NaN110.520NaN0NaN17.7000000NaN118.0NaNNaN0NaN0NaN0NaN0NaN0.0NaN0NaN0.0NaN0NaN0NaN0NaN010.480NaN7.900NaN0NaN
816.9202.8321.116.91.352NaN83.8NaN0NaN0.50NaN0NaN1.500NaN0NaN046,XX[20]1mdsNaN000008RCMD0NaN6.00NaN0NaN0NaN0NaNfemale0NaN10.70MLL_099450NaN0NaN0NaN0NaN0NaN0NaN0NaN9.5pMDS0NaN0.50NaN40.00NaN10NaN0NaN0NaNNaN0NaN96.0NaNNaN0NaN0NaN0NaN0NaN0.0NaN0NaN1.00.150NaN0NaN0NaN00NaN0NaN3.380NaN0NaN
90.017.0153.085.01.36065.00000078.80.00NaN0.00NaN0NaN2.000NaN0NaN046,XX[26]1mds0.0000009RCMD0NaN0.50NaN0NaN0NaN0NaNfemale10.3211.70MLL_099460NaN0NaN0NaN0NaN0NaN0NaN0NaN4.5pMDS0NaN2.50NaN40.00NaN10NaN0NaN0NaN65.0000000NaN337.0NaNNaN0NaN0NaN0NaN0NaN1.00.380NaN0.0NaN0NaN0NaN0NaN00NaN0NaN3.400NaN0NaN

Last rows

abs_basabs_eosabs_lymabs_monoabs_neutafsageamlasxl1asxl1_vafbas_%bcorbcor_vafbcorl1bcorl1_vafbmbperbmtcblcbl_vafcebpacebpa_vafcomplexcytogeneticcytoipssrdataset_iddeaddel(17)del(20)del(5)del(7)del(y)df_indexdiagnosisdnmt3adnmt3a_vafeos_%etv6etv6_vafezh2ezh2_vafflt3flt3_vafgata2gata2_vafgendergnb1gnb1_vafhgbididh1idh1_vafidh2idh2_vafjak2jak2_vafkdm6akdm6a_vafkitkit_vafkraskras_vafluc7l2luc7l2_vaflym_%mds_etiologymed12med12_vafmono_%mplmpl_vafneut_%nf1nf1_vafnormalnotch1notch1_vafnpm1npm1_vafnrasnras_vafosphf6phf6_vafpltprpf40bprpf40b_vafprpf8prpf8_vafptpn11ptpn11_vafrad21rad21_vafrunx1runx1_vafsf3b1sf3b1_vafsmc3smc3_vafsrsf2srsf2_vafstag2stag2_vaftet2tet2_vaftp53tp53_vaftrisomy_8u2af1u2af1_vafu2af2u2af2_vafwbcwt1wt1_vafzrsr2zrsr2_vaf
93492.11197.33591.90.011.052026.66666779.50.00NaN0.50NaN0NaN8.000NaN0NaN046,XX[25]1mds1.000000934RAEB-10NaN6.50NaN0NaN0NaN0NaNfemale0NaN14.0MUC_006050NaN0NaN0NaN0NaN0NaN0NaN0NaN19.5t-MDS0NaN0.00NaN60.00NaN10NaN0NaN0NaN26.6666670NaN16.0NaNNaN0NaN0NaN0NaN0NaN0.0NaN0NaN0.0NaN0NaN0NaN0NaN00NaN0NaN18.420NaN0NaN
93582.5110.0495.0247.53.025016.10000075.90.010.411.50NaN0NaN12.500NaN0NaN046,XX,del(12)(p12)[13]/46,XX,der(7)t(7;12)(q36;q13),der(12)del(12)(p12)del(12)(q13)[5]/46,XX[2]3mds1.000000935RAEB-20NaN2.00NaN0NaN0NaN0NaNfemale0NaN9.1MUC_006310NaN0NaN0NaN0NaN0NaN0NaN0NaN9.0pMDS0NaN4.50NaN55.010.0800NaN0NaN0NaN16.1000000NaN200.0NaNNaN0NaN0NaN0NaN0NaN0.0NaN0NaN0.0NaN0NaN0NaN0NaN00NaN0NaN5.500NaN0NaN
9360.0326.081.50.09.780052.80000075.60.010.350.00NaN0NaN14.500NaN0NaN046,XY[21]1mds1.000000936RAEB-210.472.010.430NaN0NaN0NaNmale0NaN8.5MUC_006320NaN0NaN0NaN0NaN0NaN0NaN0NaN0.5pMDS0NaN0.00NaN60.00NaN10NaN0NaN0NaN52.8000000NaN16.0NaNNaN0NaN0NaN0NaN10.40.0NaN0NaN0.0NaN0NaN0NaN0NaN00NaN0NaN16.300NaN0NaN
9370.066.547.59.50.6650104.33333378.90.00NaN0.00NaN0NaN4.500NaN0NaN046,XY[20]1mds0.000000937RCMD0NaN3.50NaN0NaN0NaN0NaNmale0NaN10.6MUC_006420NaN0NaN0NaN0NaN0NaN0NaN0NaN2.5pMDS0NaN0.50NaN35.00NaN10NaN0NaN0NaN104.3333330NaN81.0NaNNaN0NaN0NaN0NaN0NaN0.0NaN0NaN0.0NaN0NaN0NaN0NaN00NaN0NaN1.900NaN0NaN
9380.035.4330.447.20.932220.33333349.20.00NaN0.00NaN0NaN5.010NaN0NaN046,XY,t(3;21)(q26;q11)[20]2mds0.000000938RARS0NaN1.50NaN0NaN0NaN0NaNmale0NaN9.6MUC_006630NaN0NaN0NaN0NaN0NaN0NaN0NaN14.0pMDS0NaN2.00NaN39.50NaN00NaN0NaN0NaN20.3333330NaN89.0NaNNaN0NaN0NaN0NaN0NaN1.00.360NaN0.0NaN0NaN0NaN0NaN00NaN0NaN2.360NaN0NaN
9390.00.01081.023.52.820029.43333369.00.00NaN0.00NaN0NaN9.000NaN0NaN046,XX[20]1mds0.000000939RAEB-10NaN0.00NaN0NaN0NaN0NaNfemale0NaN10.5MUC_006700NaN0NaN0NaN0NaN0NaN0NaN0NaN23.0pMDS0NaN0.50NaN60.00NaN10NaN0NaN0NaN29.4333330NaN210.0NaNNaN0NaN0NaN0NaN0NaN1.00.360NaN0.0NaN0NaN10.370NaN00NaN0NaN4.700NaN0NaN
9400.0231.0594.0132.05.676050.83333373.10.00NaN0.00NaN0NaN1.500NaN0NaN046,XX[20]1mds1.000000940RCMD0NaN3.50NaN0NaN0NaN0NaNfemale0NaN10.3MUC_0068010.080NaN0NaN0NaN0NaN0NaN0NaN9.0pMDS0NaN2.00NaN86.00NaN10NaN0NaN0NaN50.83333310.04283.01.00.080NaN0NaN0NaN0NaN0.0NaN0NaN0.0NaN0NaN0NaN0NaN00NaN0NaN6.600NaN0NaN
9410.0114.5320.622.92.404556.86666748.40.00NaN0.00NaN0NaN0.510NaN0NaN046,XY[20]1mds0.000000941RARS0NaN2.50NaN0NaN0NaN0NaNmale0NaN6.9MUC_007070NaN0NaN0NaN0NaN0NaN0NaN0NaN7.0pMDS0NaN0.50NaN52.50NaN10NaN0NaN0NaN56.8666670NaN428.0NaNNaN0NaN0NaN0NaN0NaN0.0NaN0NaN0.0NaN0NaN0NaN0NaN00NaN0NaN4.580NaN0NaN
942NaNNaNNaNNaNNaN82.03333361.40.00NaN0.00NaN0NaN3.500NaN0NaN046,XY[20]1mds0.000000942RCMD10.063.50NaN0NaN0NaN0NaNmale0NaNNaNMUC_007190NaN0NaN0NaN0NaN0NaN0NaN0NaN10.5pMDS0NaN1.50NaNNaN0NaN10NaN0NaN0NaN82.0333330NaNNaNNaNNaN0NaN0NaN0NaN0NaN0.0NaN0NaN0.0NaN0NaN10.050NaN00NaN0NaNNaN0NaN0NaN
9430.00.00.00.03.080022.53333380.20.00NaN0.00NaN0NaN0.000NaN0NaN046,XX,del(5)(q13q34)[19]/46,XX[1]1mds0.000100943del(5q)0NaN0.00NaN0NaN0NaN0NaNfemale0NaN9.3MUC_007220NaN0NaN0NaN0NaN0NaN0NaN0NaN0.0pMDS0NaN0.00NaN55.00NaN00NaN0NaN0NaN22.5333330NaN228.0NaNNaN0NaN0NaN0NaN10.460.0NaN0NaN0.0NaN0NaN0NaN10.3300NaN0NaN5.600NaN0NaN